Common values & the winner's curse
The winner's curse is a trap in common-value auctions — where an item has a single true value that is the same for everyone but unknown at bidding time, like an oil field or a company. Each bidder has only a noisy estimate, so some guess too high and some too low. Whoever wins is, by definition, the highest bidder — which usually means the one whose estimate was the most optimistic. So winning is bad news: it is a signal that you probably overvalued the item and may have paid more than it is worth. The mistake is failing to reason about what winning itself implies. Rational bidders correct for it with bid shading — deliberately bidding below their own estimate, since winning tells them their estimate was on the high side. It explains real overpayments in corporate takeovers, spectrum auctions, and competitive tenders, and is a vivid lesson in overconfidence under uncertainty.